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A set of utilities designed to extend JSON's capabilities, especially for handling large JSON data (over 100MB) efficiently:
JSON.parse()
, but processing JSON data in chunks.JSON.stringify()
, but returns a generator that yields JSON strings in parts.JSON.stringify()
result and identifies circular references without generating the JSON.JSON.parse()
and JSON.stringify()
require loading entire data into memory, leading to high memory consumption and increased garbage collection pressure. parseChunked()
and stringifyChunked()
process data incrementally, optimizing memory usage.stringifyInfo()
allows estimating the size of resulting JSON before generating it, enabling better decision-making for JSON generation strategies.npm install @discoveryjs/json-ext
Functions like JSON.parse()
, iterating over chunks to reconstruct the result object, and returns a Promise.
Note:
reviver
parameter is not supported yet.
function parseChunked(input: Iterable<Chunk> | AsyncIterable<Chunk>): Promise<any>;
function parseChunked(input: () => (Iterable<Chunk> | AsyncIterable<Chunk>)): Promise<any>;
type Chunk = string | Buffer | Uint8Array;
Usage:
import { parseChunked } from '@discoveryjs/json-ext';
const data = await parseChunked(chunkEmitter);
Parameter chunkEmitter
can be an iterable or async iterable that iterates over chunks, or a function returning such a value. A chunk can be a string
, Uint8Array
, or Node.js Buffer
.
Examples:
Generator:
parseChunked(function*() {
yield '{ "hello":';
yield Buffer.from(' "wor'); // Node.js only
yield new TextEncoder().encode('ld" }'); // returns Uint8Array
});
Async generator:
parseChunked(async function*() {
for await (const chunk of someAsyncSource) {
yield chunk;
}
});
Array:
parseChunked(['{ "hello":', ' "world"}'])
Function returning iterable:
parseChunked(() => ['{ "hello":', ' "world"}'])
Node.js Readable
stream:
import fs from 'node:fs';
parseChunked(fs.createReadStream('path/to/file.json'))
Web stream (e.g., using fetch()):
Note: Iterability for Web streams was added later in the Web platform, not all environments support it. Consider using
parseFromWebStream()
for broader compatibility.const response = await fetch('https://example.com/data.json'); const data = await parseChunked(response.body); // body is ReadableStream
Functions like JSON.stringify()
, but returns a generator yielding strings instead of a single string.
Note: Returns
"null"
whenJSON.stringify()
returnsundefined
(since a chunk cannot beundefined
).
function stringifyChunked(value: any, replacer?: Replacer, space?: Space): Generator<string, void, unknown>;
function stringifyChunked(value: any, options: StringifyOptions): Generator<string, void, unknown>;
type Replacer =
| ((this: any, key: string, value: any) => any)
| (string | number)[]
| null;
type Space = string | number | null;
type StringifyOptions = {
replacer?: Replacer;
space?: Space;
highWaterMark?: number;
};
Usage:
Getting an array of chunks:
const chunks = [...stringifyChunked(data)];
Iterating over chunks:
for (const chunk of stringifyChunked(data)) {
console.log(chunk);
}
Specifying the minimum size of a chunk with highWaterMark
option:
const data = [1, "hello world", 42];
console.log([...stringifyChunked(data)]); // default 16kB
// ['[1,"hello world",42]']
console.log([...stringifyChunked(data, { highWaterMark: 16 })]);
// ['[1,"hello world"', ',42]']
console.log([...stringifyChunked(data, { highWaterMark: 1 })]);
// ['[1', ',"hello world"', ',42', ']']
Streaming into a stream with a Promise
(modern Node.js):
import { pipeline } from 'node:stream/promises';
import fs from 'node:fs';
await pipeline(
stringifyChunked(data),
fs.createWriteStream('path/to/file.json')
);
Wrapping into a Promise
streaming into a stream (legacy Node.js):
import { Readable } from 'node:stream';
new Promise((resolve, reject) => {
Readable.from(stringifyChunked(data))
.on('error', reject)
.pipe(stream)
.on('error', reject)
.on('finish', resolve);
});
Writing into a file synchronously:
Note: Slower than
JSON.stringify()
but uses much less heap space and has no limitation on string lengthimport fs from 'node:fs'; const fd = fs.openSync('output.json', 'w'); for (const chunk of stringifyChunked(data)) { fs.writeFileSync(fd, chunk); } fs.closeSync(fd);
Using with fetch (JSON streaming):
Note: This feature has limited support in browsers, see Streaming requests with the fetch API
Note:
ReadableStream.from()
has limited support in browsers, usecreateStringifyWebStream()
instead.fetch('http://example.com', { method: 'POST', duplex: 'half', body: ReadableStream.from(stringifyChunked(data)) });
Wrapping into ReadableStream
:
Note: Use
ReadableStream.from()
orcreateStringifyWebStream()
when no extra logic is needednew ReadableStream({ start() { this.generator = stringifyChunked(data); }, pull(controller) { const { value, done } = this.generator.next(); if (done) { controller.close(); } else { controller.enqueue(value); } }, cancel() { this.generator = null; } });
export function stringifyInfo(value: any, replacer?: Replacer, space?: Space): StringifyInfoResult;
export function stringifyInfo(value: any, options?: StringifyInfoOptions): StringifyInfoResult;
type StringifyInfoOptions = {
replacer?: Replacer;
space?: Space;
continueOnCircular?: boolean;
}
type StringifyInfoResult = {
bytes: number; // size of JSON in bytes
spaceBytes: number; // size of white spaces in bytes (when space option used)
circular: object[]; // list of circular references
};
Functions like JSON.stringify()
, but returns an object with the expected overall size of the stringify operation and a list of circular references.
Example:
import { stringifyInfo } from '@discoveryjs/json-ext';
console.log(stringifyInfo({ test: true }, null, 4));
// {
// bytes: 20, // Buffer.byteLength('{\n "test": true\n}')
// spaceBytes: 7,
// circular: []
// }
Type: Boolean
Default: false
Determines whether to continue collecting info for a value when a circular reference is found. Setting this option to true
allows finding all circular references.
A helper function to consume JSON from a Web Stream. You can use parseChunked(stream)
instead, but @@asyncIterator
on ReadableStream
has limited support in browsers (see ReadableStream compatibility table).
import { parseFromWebStream } from '@discoveryjs/json-ext';
const data = await parseFromWebStream(readableStream);
// equivalent to (when ReadableStream[@@asyncIterator] is supported):
// await parseChunked(readableStream);
A helper function to convert stringifyChunked()
into a ReadableStream
(Web Stream). You can use ReadableStream.from()
instead, but this method has limited support in browsers (see ReadableStream.from() compatibility table).
import { createStringifyWebStream } from '@discoveryjs/json-ext';
createStringifyWebStream({ test: true });
// equivalent to (when ReadableStream.from() is supported):
// ReadableStream.from(stringifyChunked({ test: true }))
MIT